Instance of: Resource Info
Creator Joanna Świetlicka
Description Summarizer is a tool for creating short text summaries. It utilises text extraction method, i.e. the output consists of sentences from the original text. The tool uses a number of machine learning algorithms, including neural networks, linear regression, Bayesian networks and decision trees. The output sentences are chosen based on different signals, such as the length of the sentence, its position in the text structure and properties of the words it contains. The system was trained specifically for newspaper articles in Polish. It is possible, however, to adjust it for other kinds of documents and languages.
Rights CC-BY
See Also http://metashare.elda.org/repository/browse/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1/
Source META-SHARE
Title Summarizer
Type Dataset
Type Tool Service

Contact Point

Communication Info
Address 44 Reynolds House, Erasmus Street
City London
Email j.swietlicka@gmail.com
Type Communication Info
Zip Code SW1P 4HP
Given Name Joanna
Surname Świetlicka
Type Contact Person
Person
Person Info Type

Distribution Info

Availability Available-restricted Use
Ipr Holder
Person Info Metashare/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1#person Info
Type Actor
License
Delivery Channel Downloadable
Fee free of charge
Permission
Action http://creativecommons.org/ns/Attribution
Duty Metashare/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1#permission
Type Duty
Permission
Restrictions Of Use
Same As https://creativecommons.org/licenses/by/4.0/
Type Licence Info
Type Distribution
Distribution Info

Identification Info

Description Summarizer is a tool for creating short text summaries. It utilises text extraction method, i.e. the output consists of sentences from the original text. The tool uses a number of machine learning algorithms, including neural networks, linear regression, Bayesian networks and decision trees. The output sentences are chosen based on different signals, such as the length of the sentence, its position in the text structure and properties of the words it contains. The system was trained specifically for newspaper articles in Polish. It is possible, however, to adjust it for other kinds of documents and languages.
Distribution
Access URL http://clip.ipipan.waw.pl/Summarizer
Type Distribution
URL
Identifier 420
Meta Share Id NOT_DEFINED_FOR_V2
Resource Short Name Summarizer
Title Summarizer
Type Identification Info

Resource Creation Info

Creation Start Date 2010-01-01 Date
Creator
Person Info
Communication Info
Address 44 Reynolds House, Erasmus Street
City London
Email j.swietlicka@gmail.com
Type Communication Info
Zip Code SW1P 4HP
Given Name Joanna
Surname Świetlicka
Type Person
Person Info Type
Type Actor
Type Resource Creation Info

Resource Documentation Info

Documentation
Document Unstructured Świetlicka J. Machine learning methods in automated text summarization. MSc thesis, 2010.
Type Documentation Info Type
Type Resource Documentation Info

Tool Service Info

Input Info
Media Type Text
Modality Type Written Language
Type Input Info
Language Dependent true Boolean
Output Info
Media Type Text
Modality Type Written Language
Type Output Info
Resource Type Tool Service
Tool Service Creation Info
Implementation Language Java
Type Tool Service Creation Info
Tool Service Type Tool
Type Tool Service Info

Metashare/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1#metadata Creator

Instance of: Actor
Is Creator of Metashare/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1#metadata Info

Metashare/f054b2a06aff11e284b6000423bfd61ccd381836ce664f3cae0507cbeb3e61f1#Header

Instance of: Catalog Record
Issued 2014-09-23T00:16:06Z Date
Primary Topic Summarizer
Set Spec toolService:tool
toolService